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Fingerprint Dive into the research topics where Benjamin Kellenberger is active. These topic labels come from the works of this person. Together they form a unique fingerprint. If staff member(s) published prior to his/her WUR affiliation, it is possible that the publication overview, Fingerprint and network diagram are incomplete.

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Research Output

  • 10 Conference paper
  • 4 Article
  • 1 internal PhD, WU

Deep learning for automated detection of Drosophila suzukii: potential for UAV-based monitoring

Roosjen, P. P. J., Kellenberger, B., Kooistra, L., Green, D. R. & Fahrentrapp, J., 4 Apr 2020, In : Pest Management Science.

Research output: Contribution to journalArticleAcademicpeer-review

Open Access
  • Interactive machine vision for wildlife conservation

    Kellenberger, B., 2020, Wageningen: Wageningen University. 130 p.

    Research output: Thesisinternal PhD, WU

    Best practices to train deep models on imbalanced datasets—a case study on animal detection in aerial imagery

    Kellenberger, B., Marcos, D. & Tuia, D., 1 Jan 2019, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2018, Proceedings. Brefeld, U., Marascu, A., Pinelli, F., Curry, E., MacNamee, B., Hurley, N., Daly, E. & Berlingerio, M. (eds.). Springer Verlag, p. 630-634 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11053 LNAI).

    Research output: Chapter in Book/Report/Conference proceedingConference paper

  • 4 Citations (Scopus)

    When a Few Clicks Make All the Difference: Improving Weakly-Supervised Wildlife Detection in UAV Images

    Kellenberger, B. A., Marcos Gonzalez, D. & Tuia, D., 2019, 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW). Long Beach, CA, USA: Institute of Electrical and Electronics Engineers Inc., p. 1414-1422 9 p.

    Research output: Chapter in Book/Report/Conference proceedingConference paper

    Open Access
  • Projects

    tbd

    Kellenberger, B., Bregt, A. & Tuia, D.

    1/08/175/05/20

    Project: PhD